Derek Doran

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 53

Top Topics

Hierarchical Decomposition

User Interaction

Rdf Knowledge Bases

Top Venues

Soc. Netw. Anal. Min.

Publications

Mahdieh Zabihimayvan, Derek Doran
A first look at references from the dark to the surface web world: a case study in Tor. Int. J. Inf. Sec. 21 (4) (2022)
Gabrielle Ras, Ning Xie, Marcel van Gerven, Derek Doran
Explainable Deep Learning: A Field Guide for the Uninitiated. J. Artif. Intell. Res. 73 (2022)
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler
Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Mahdieh Zabihimayvan, Reza Sadeghi, Dipesh Kadariya, Derek Doran
Interaction of Structure and Information on Tor. COMPLEX NETWORKS (1) (2020)
Daniel Adomako Asamoah, Derek Doran, Shu Schiller
Interdisciplinarity in Data Science Pedagogy: A Foundational Design. J. Comput. Inf. Syst. 60 (4) (2020)
Ning Xie, Gabrielle Ras, Marcel van Gerven, Derek Doran
Explainable Deep Learning: A Field Guide for the Uninitiated. CoRR (2020)
Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran, Mehdi Allahyari
A Broad Evaluation of the Tor English Content Ecosystem. WebSci (2019)
Scott J. Duberstein, Daniel Adomako Asamoah, Derek Doran, Shu Z. Schiller
Finding and validating medical information shared on Twitter: experiences using a crowdsourcing approach. Int. J. Web Eng. Technol. 14 (1) (2019)
Farley Lai, Ning Xie, Derek Doran, Asim Kadav
Contextual Grounding of Natural Language Entities in Images. ViGIL@NeurIPS (2019)
Mahdieh Zabihimayvan, Derek Doran
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. FUZZ-IEEE (2019)
Derek Doran, Luisa Massari, Maria Carla Calzarossa, Yu Li, Daniele Tessera, Junjie Zhang
User interactions and behaviors in a large-scale online emotional support service. Soc. Netw. Anal. Min. 9 (1) (2019)
Farley Lai, Ning Xie, Derek Doran, Asim Kadav
Contextual Grounding of Natural Language Entities in Images. CoRR (2019)
Mahdieh Zabihimayvan, Derek Doran
A First Look at References from the Dark to Surface Web World. CoRR (2019)
Ning Xie, Farley Lai, Derek Doran, Asim Kadav
Visual Entailment: A Novel Task for Fine-Grained Image Understanding. CoRR (2019)
Shreyansh P. Bhatt, Swati Padhee, Amit P. Sheth, Keke Chen, Valerie L. Shalin, Derek Doran, Brandon S. Minnery
Knowledge Graph Enhanced Community Detection and Characterization. WSDM (2019)
Mahdieh Zabihimayvan, Derek Doran
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. CoRR (2019)
Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran, Mehdi Allahyari
A Broad Evaluation of the Tor English Content Ecosystem. CoRR (2019)
Mahdieh Zabihimayvan, Derek Doran
Some (Non-)universal features of Web robot traffic. CISS (2018)
Kyle Brown, Derek Doran
Contrasting Web Robot and Human Behaviors with Network Models. CoRR (2018)
Kyle Brown, Derek Doran, Ryan Kramer, Brad Reynolds
HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition. CoRR (2018)
Yu Li, Dae Wook Kim, Junjie Zhang, Derek Doran
Detecting Suspicious Members in an Online Emotional Support Service. SecureComm (2) (2018)
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler
Reasoning over RDF Knowledge Bases using Deep Learning. CoRR (2018)
Giuseppe Nebbione, Derek Doran, Srikanth Nadella, Brandon S. Minnery
Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting. MLN (2018)
Giuseppe Nebbione, Derek Doran, Srikanth Nadella, Brandon S. Minnery
Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting. CoRR (2018)
Nripesh Trivedi, Daniel Adomako Asamoah, Derek Doran
Keep the conversations going: engagement-based customer segmentation on online social service platforms. Inf. Syst. Frontiers 20 (2) (2018)
Ning Xie, Farley Lai, Derek Doran, Asim Kadav
Visual Entailment Task for Visually-Grounded Language Learning. CoRR (2018)
Kyle Brown, Derek Doran
Contrasting Web Robot and Human Behaviors with Network Models. J. Commun. 13 (8) (2018)
Natalija Vlajic, Marmara El Masri, Gianluigi M. Riva, Marguerite Barry, Derek Doran
Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR. MPS@CCS (2018)
Matthew Piekenbrock, Derek Doran
Intrinsic Point of Interest Discovery from Trajectory Data. CoRR (2017)
Ning Xie, Kyle Brown, Nathan Rude, Derek Doran
A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots. ISNN (1) (2017)
Ning Xie, Md. Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer
Relating Input Concepts to Convolutional Neural Network Decisions. CoRR (2017)
Derek Doran, Sarah Schulz, Tarek R. Besold
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives. CEx@AI*IA (2017)
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. CoRR (2017)
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. NeSy (2017)
Jace Robinson, Derek Doran
Seasonality in dynamic stochastic block models. WI (2017)
Derek Doran, Sarah Schulz, Tarek R. Besold
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives. CoRR (2017)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
A Semantics-Based Measure of Emoji Similarity. CoRR (2017)
Mahdieh Zabihimayvan, Reza Sadeghi, H. Nathan Rude, Derek Doran
A soft computing approach for benign and malicious web robot detection. Expert Syst. Appl. 87 (2017)
Kyle Brown, Derek Doran
Realistic Traffic Generation for Web Robots. ICMLA (2017)
Jace Robinson, Derek Doran
Seasonality in Dynamic Stochastic Block Models. CoRR (2017)
Jace Robinson, Derek Doran
Seasonal Stochastic Blockmodeling for Anomaly Detection in Dynamic Networks. CoRR (2017)
Kyle Brown, Derek Doran
Realistic Traffic Generation for Web Robots. CoRR (2017)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
A semantics-based measure of emoji similarity. WI (2017)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
EmojiNet: An Open Service and API for Emoji Sense Discovery. CoRR (2017)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
EmojiNet: An Open Service and API for Emoji Sense Discovery. ICWSM (2017)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
EmojiNet: Building a Machine Readable Sense Inventory for Emoji. SocInfo (1) (2016)
Derek Doran, Karl Severin, Swapna S. Gokhale, Aldo Dagnino
Social media enabled human sensing for smart cities. AI Commun. 29 (1) (2016)
Sanjaya Wijeratne, Lakshika Balasuriya, Derek Doran, Amit P. Sheth
Word Embeddings to Enhance Twitter Gang Member Profile Identification. CoRR (2016)
Derek Doran, Swapna S. Gokhale
An integrated method for real time and offline web robot detection. Expert Syst. J. Knowl. Eng. 33 (6) (2016)
Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, Derek Doran
EmojiNet: Building a Machine Readable Sense Inventory for Emoji. CoRR (2016)
Maria Carla Calzarossa, Luisa Massari, Derek Doran, Samir Yelne, Nripesh Trivedi, Glen Moriarty
Measuring the users and conversations of a vibrant online emotional support system. ISCC (2016)
Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit P. Sheth
Finding street gang members on Twitter. ASONAM (2016)
Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit P. Sheth
Finding Street Gang Members on Twitter. CoRR (2016)
Sanjaya Wijeratne, Derek Doran, Amit P. Sheth, Jack L. Dustin
Analyzing the social media footprint of street gangs. ISI (2015)
Huda Alhazmi, Swapna S. Gokhale, Derek Doran
Understanding social effects in online networks. ICNC (2015)
Derek Doran
On the discovery of social roles in large scale social systems. Soc. Netw. Anal. Min. 5 (1) (2015)
Nathan Rude, Derek Doran
Request Type Prediction for Web Robot and Internet of Things Traffic. ICMLA (2015)
Matthew Maurice, Matthew Piekenbrock, Derek Doran
WAMINet: An Open Source Library for Dynamic Geospace Analysis Using WAMI. ISM (2015)
Derek Doran, Andrew Fox
Operationalizing Central Place Theory and Central Flow Theory with mobile phone data. PeerJ Prepr. 3 (2015)
Derek Doran, Samir Yelne, Luisa Massari, Mariacarla Calzarossa, LaTrelle Jackson, Glen Moriarty
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support. ASONAM (2015)
Derek Doran, Nathan Rude
Request type prediction for Web robot and Internet of Things traffic. PeerJ Prepr. 3 (2015)
Derek Doran, Samir Yelne, Luisa Massari, Maria Carla Calzarossa, LaTrelle Jackson, Glen Moriarty
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support. CoRR (2015)
Siva Kumar Cheekula, Pavan Kapanipathi, Derek Doran, Prateek Jain, Amit P. Sheth
Entity Recommendations Using Hierarchical Knowledge Bases. KNOW@LOD (2015)
Daniel Asamoah, Derek Doran, Shu Z. Schiller
Teaching the Foundations of Data Science: An Interdisciplinary Approach. CoRR (2015)
Derek Doran
On the discovery of social roles in large scale social systems. CoRR (2015)
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
Accurate Local Estimation of Geo-Coordinates for Social Media Posts. SEKE (2014)
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
Understanding Common Perceptions from Online Social Media. CoRR (2014)
Derek Doran
Triad-Based Role Discovery for Large Social Systems. SocInfo Workshops (2014)
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
Accurate Local Estimation of Geo-Coordinates for Social Media Posts. CoRR (2014)
Lan Lin, Aldo Dagnino, Derek Doran, Swapna S. Gokhale
Data Analytics for Power Utility Storm Planning. KDIR (2014)
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
Discovering Perceptions in Online Social Media: A Probabilistic Approach. Int. J. Softw. Eng. Knowl. Eng. 24 (9) (2014)
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
Human sensing for smart cities. ASONAM (2013)
Derek Doran, Huda Alhazmi, Swapna S. Gokhale
Triads, transitivity, and social effects in user interactions on Facebook. CASoN (2013)
Derek Doran, Kevin Morillo, Swapna S. Gokhale
A comparison of web robot and human requests. ASONAM (2013)
Derek Doran, Swapna S. Gokhale, Aldo Dagnino
Understanding Common Perceptions from Online Social Media. SEKE (2013)
Chitra Phadke, Hüseyin Uzunalioglu, Veena B. Mendiratta, Dan Kushnir, Derek Doran
Prediction of Subscriber Churn Using Social Network Analysis. Bell Labs Tech. J. 17 (4) (2013)
Derek Doran, Veena B. Mendiratta, Chitra Phadke, Hüseyin Uzunalioglu
The Importance of Outlier Relationships in Mobile Call Graphs. ICMLA (2) (2012)
Derek Doran, Sean Curley, Swapna S. Gokhale
How Social Network APIs Have Ended the Age of Privacy. SEKE (2012)
Derek Doran, Swapna S. Gokhale
Detecting Web Robots Using Resource Request Patterns. ICMLA (1) (2012)
Derek Doran, Swapna S. Gokhale
A classification framework for web robots. J. Assoc. Inf. Sci. Technol. 63 (12) (2012)
Derek Doran, Matthew Tran, Lance Fiondella, Swapna S. Gokhale
Architecture-based Reliability Analysis With Uncertain Parameters. SEKE (2011)
Derek Doran, Swapna S. Gokhale
Web robot detection techniques: overview and limitations. Data Min. Knowl. Discov. 22 (1-2) (2011)
Derek Doran, Swapna S. Gokhale
Searching for Heavy Tails in Web Robot Traffic. QEST (2010)
Derek Doran, Lester Lipsky, Steve Thompson
Cost-Based Optimization of Buffer Size in M/G/1/N Systems under Different Service-Time Distributions. NCA (2010)
Derek Doran, Swapna S. Gokhale
Classifying Web Robots by K-means Clustering. SEKE (2009)
Derek Doran, Swapna S. Gokhale
Discovering New Trends in Web Robot Traffic Through Functional Classification. NCA (2008)